Identification of DNA methylation signatures associated with poor outcome in lower-risk Stage, Size, Grade and Necrosis (SSIGN) score clear cell renal cell cancer
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE150402 | GEO | 2021/01/19
REPOSITORIES: GEO
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Project description:MGMT promoter methylation status is currently the only established molecular prognosticator in IDH wild-type glioblastoma multiforme (GBM). Therefore, we aimed to discover novel therapy-associated epigenetic biomarkers. After enrichment for hypermethylated fractions using methyl-CpG-immunoprecipitation (MCIp), we performed global DNA methylation profiling for 14 long-term (LTS; >36 months) and 15 short-term (STS; 6â??10 months) surviving GBM patients. Even after exclusion of the G-CIMP phenotype, we observed marked differences between the LTS and STS methylome. A total of 1,247 probes in 706 genes were hypermethylated in LTS and 463 probes in 305 genes were found to be hypermethylated in STS patients (p values < 0.05, log2 fold change ± 0.5). We identified 13 differentially methylated regions (DMRs) with a minimum of four differentially methylated probes per gene. Indeed, we were able to validate a subset of these DMRs through a second, independent method (MassARRAY) in our LTS/STS training set (ADCY1, GPC3, LOC283731/ISLR2). These DMRs were further assessed for their prognostic capability in an independent validation cohort (n = 62) of non-G-CIMP GBMs from the TCGA. Hypermethylation of multiple CpGs mapping to the promoter region of LOC283731 correlated with improved patient outcome (p < 0.03). The prognostic performance of LOC283731 promoter hypermethylation was confirmed in a third independent study cohort (n = 89), and was independent of gender, performance (KPS) and MGMT status (p < 0.0485, HR = 0.63). Intriguingly, the prediction was most pronounced in younger GBM patients (<60 years). In conclusion, we provide compelling evidence that promoter methylation status of this novel gene is a prognostic biomarker in IDH1 wild-type/non-G-CIMP GBMs. Global DNA methylation profiling in 14 long-term and 15 short-term surviving glioblastoma patients. DNA of 7 normal brain samples were pooled to create a control DNA for two-color analysis.
2016-03-10 | E-GEOD-74561 | biostudies-arrayexpress
Project description:MGMT promoter methylation status is currently the only established molecular prognosticator in IDH wild-type glioblastoma multiforme (GBM). Therefore, we aimed to discover novel therapy-associated epigenetic biomarkers. After enrichment for hypermethylated fractions using methyl-CpG-immunoprecipitation (MCIp), we performed global DNA methylation profiling for 14 long-term (LTS; >36 months) and 15 short-term (STS; 6–10 months) surviving GBM patients. Even after exclusion of the G-CIMP phenotype, we observed marked differences between the LTS and STS methylome. A total of 1,247 probes in 706 genes were hypermethylated in LTS and 463 probes in 305 genes were found to be hypermethylated in STS patients (p values < 0.05, log2 fold change ± 0.5). We identified 13 differentially methylated regions (DMRs) with a minimum of four differentially methylated probes per gene. Indeed, we were able to validate a subset of these DMRs through a second, independent method (MassARRAY) in our LTS/STS training set (ADCY1, GPC3, LOC283731/ISLR2). These DMRs were further assessed for their prognostic capability in an independent validation cohort (n = 62) of non-G-CIMP GBMs from the TCGA. Hypermethylation of multiple CpGs mapping to the promoter region of LOC283731 correlated with improved patient outcome (p < 0.03). The prognostic performance of LOC283731 promoter hypermethylation was confirmed in a third independent study cohort (n = 89), and was independent of gender, performance (KPS) and MGMT status (p < 0.0485, HR = 0.63). Intriguingly, the prediction was most pronounced in younger GBM patients (<60 years). In conclusion, we provide compelling evidence that promoter methylation status of this novel gene is a prognostic biomarker in IDH1 wild-type/non-G-CIMP GBMs.
2016-03-10 | GSE74561 | GEO
Project description:Background: Less than 5% of glioblastoma multiforme (GBM) patients survive more than 5-years (long-term survivors, LTS). Nevertheless, the molecular fingerprint of LTS remains uncharted. We aimed to characterize LTS by clinicopathological assessment, DNA methylation (DNAm)/Copy Number Variation (CNV) and mutation profiling. Methods: This multicentric project proposed by Alliance Against Cancer was coordinated by Fondazione IRCCS Istituto Neurologico Carlo Besta. One-hundred forty-two LTS patients were screened, and samples centrally reviewed; 95 patients were enrolled. DNAm profiles and sequencing were performed on 27 LTS and 24 standard survival GBM (STS). Results: We focused on 73 IDHwt-LTS. All patients underwent at least partial resection, followed by Stupp protocol (48/70). The median time to progression was 43 months (4-186), and almost all received a second treatment. Morphological and routine diagnostic molecular features of LTS did not deviate from the classic findings. MGMT promoter methylation was detected in 92% of cases. No significant differences were observed between LTS and STS in terms of prevalence of mutated genes, with TP53 as the most commonly mutated gene (26% of all samples). DNAm showed a more heterogeneous group for LTS, with several cases classified as pediatric high-grade glioma and peculiar CNVs. We identified 18 differentially methylated regions, 4 associated with survival probability (NR2F2, MME, WDR66 and ENPP4). Methylation levels of individual probes in IGFBP3 gene and corresponding protein expression showed a significant correlation with survival. Conclusions: We found no significant different morphology nor mutational profile of LTS. DNAm confirmed as a valuable tool for GBM classification. No specific episignature was detected, but methylation levels of specific genes had prognostic value in LTS.
2024-03-31 | GSE230770 | GEO
Project description:In this dataset, we included expression data obtained from 30 resected human PDAC tumors, to examine what genes are differentially expressed in different cohorts that might lead to various outcomes The two cohorts we have are defined as short term survivors (STS) with median survival of >3 month and <1 year postsurgery, and long term survivors (LTS) with overall survival of >3 years postsurgery.
2016-11-18 | GSE89997 | GEO
Project description:Purpose: Autologous tumor lysate-pulsed dendritic cell (DC) vaccination has shown promising long-term survival in a cohort of patients with newly diagnosed glioblastoma. The purpose of this study was to better understand the mechanisms and modulation of the immune microenvironment underlying the clinical efficacy of DC-based vaccine therapy. Experimental Design: We performed bulk RNA sequencing on tumor samples from patients with newly diagnosed glioblastoma obtained prior to treatment with dendritic cell vaccination. We characterized the molecular mechanisms and immune microenvironments of long-term survivors (LTS, n= 8), medium-term survivors (MTS, n= 13), and short-term survivors (STS, n = 17). Results: There was an enrichment of the mesenchymal subtype of glioblastoma in the long-term survival group. Additionally, decreased tumor cell density, upregulation of cell surface markers, and increased neuronal activity were associated with the longer survival cohorts. Two microglia populations, one associated with increased survival and one associated with decreased survival in the DC-treated cohorts, but not standard of care (SOC) cohorts, are also potentially implicated in response to DC immunotherapy. There were increases in functional activity of the immune environment in longer survivor cohorts. Conclusions: These analyses suggest the potential to identify tumor-based predictive factors that may be associated with favorable responses to DC vaccination in glioblastoma patients; and if validated, these findings may enable better patient selection for future clinical trials.
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Project description:T2 transgenic (MT2-4) and WT plants were grown for 20 days, subjected to STS (10 mM ZnSO4 for 24 h in hydroponic condition) and LTS (20 mM ZnSO4 for 30 days in pot containing garden soil) were used for microarray analysis along with corresponding control plants for analyzing the differential transcript expression of host genes.
2020-11-25 | E-MTAB-9849 | biostudies-arrayexpress
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| S-EPMC5536178 | biostudies-literature
Project description:Identification of DNA methylation signatures associated with poor outcome in lower-risk Stage, Size, Grade and Necrosis (SSIGN) score clear cell renal cell cancer
| PRJNA631980 | ENA
Project description:To investigate radiation response of reccurent glioblastoma models after radiotherapy, we have utilized clinically relevant radioresistant cell model. We have generated to radiation survivor GBM population from 1 cell line and 1 primary cell line. To investigate transcriptomic alterations we have performed RNA-seq to our both naive and IR survivor samples as triplicates.
2022-07-13 | GSE199862 | GEO
Project description:Glioblastoma (GBM) is a highly aggressive type of glioma with poor prognosis. However, a small number of patients live much longer than the median survival. A better understanding of these long-term survivors (LTS) may provide important insight into the biology of GBM. We identified 7 patients with GBM treated at Memorial Sloan-Kettering Cancer Center (MSKCC) with survival greater than 48 months. We characterized the transcriptome of each patient and determined rates of MGMT promoter methylation and IDH1 and IDH2 mutational status. We identified LTS in two independent cohorts (TCGA and REMBRANDT) and analyzed the transcriptomal characteristics of these LTS. The median overall survival of our cohort was 62.5 months. LTS were distributed between the proneural (n=2), neural (n=2), classical (n=2) and mesenchymal (n=1) subtypes. Similarly, LTS in the TCGA and REMBRANDT cohorts demonstrated diverse transcriptomal subclassification identity. The majority of the MSKCC LTS (71%) were found to have methylation of the MGMT promoter. None of the patients had an IDH1 or IDH2 mutations, and IDH mutation occurred in a minority of the TCGA LTS as well. A set of 42 genes was found to be differentially expressed in the MSKCC and TCGA LTS. While IDH mutant proneural tumors impart a better prognosis in the short-term, survival beyond 4 years does not require IDH mutation and is not dictated by a single transcriptional subclass. In contrast, MGMT methylation continues to have strong prognostic value for survival beyond 4 years. These findings have substantial impact for understanding GBM biology and progression.
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